Your own document stores, databases and business systems
Answers from your documents, databases and business systems. Not from whatever a general model happened to find online.
Enterprise AI
Answers from your own knowledge. In Arabic.
AI that understands your enterprise and operates by its rules.
Find it in
A closer look
What it connects to. Where it answers from.
Connect the systems you run on today, and ask them.
Arabic embeddings, a version for every domain.
kawn-embed-light for fast retrieval in production, plus two specialised versions for religious and medical text.
Everything general AI offers. Except the risk to your data.
Your team chats with the models and searches the web for the latest information. Their questions and documents stay inside your organisation.
Flows you compose, not build.
Sketch the solution as you imagine it, step by step. Seamless API runs it, with Arabic models you can swap and compare side by side.
Operational outcomes
What changes when retrieval understands Arabic?
01
Your question goes to the source.
"Who has the file?" is a question that's gone. All your organisation's knowledge in one place. Ask it, and it answers directly.
02
Arabic content comes back to life.
Retrieval quality holds steady on Arabic text, where general systems quietly slip, and the content gets the blame.
03
Every answer knows its source.
Answers rest on retrieved text, so users can check where it came from themselves.
Products
Two products, two roles.
Seamless Enterprise answers from your documents, data and systems, inside your organisation's boundary. Your team builds its Arabic flows visually with Seamless API, instead of writing code from scratch.
Deployment options
How it deploys
On-premises inside your regulatory perimeter, dedicated in-Kingdom servers, or the cloud API for teams working outside it.
01
On-premises
The full platform inside your own environment. Nothing leaves unless you decide it should.
03
Cloud API
Individual models through Kawn Console, for teams building their own retrieval stack.
Kawn Console
Kawn Console02
Dedicated in-Kingdom
Your data never leaves the Kingdom. We run the servers.
In use today
A global professional services firm
Retrieval-augmented search was needed across Arabic and English internal knowledge bases, and generic embeddings degraded badly on the Arabic content.
Read the case study“Search returned relevant results across Arabic content where generic embeddings had previously degraded.”
- 01
Embedding models built for Arabic.
The Kawn-Embed family converts Arabic text into vectors tuned for semantic search and RAG, with domain-specific variants.
Kawn-EmbedVectors tuned for semantic search - 02
Arabic documents are a first-class source, not an attachment.
Baseer analysis is built into the platform. A scanned contract becomes content you can retrieve, not an image outside the index.
Generic toolAn image outside the indexSeamlessContent you can retrieve - 03
Inside your regulatory perimeter.
Seamless Enterprise runs on your servers or on dedicated servers inside Saudi Arabia, designed from day one to SDAIA and NCA requirements.
SeamlessOn your servers or in the Kingdom
Get started
No more searching through folders.
Tell us where your organisation's knowledge lives today. We will build the shortest path to asking it with you.